• DocumentCode
    1936934
  • Title

    An active monitoring system for real-time face-tracking based on mobile sensors

  • Author

    Saraceni, Simone ; Claudi, Andrea ; Dragoni, Aldo Franco

  • Author_Institution
    Inf. Eng. Dept. (DII), Univ. Politec. delle Marche, Ancona, Italy
  • fYear
    2012
  • fDate
    12-14 Sept. 2012
  • Firstpage
    53
  • Lastpage
    56
  • Abstract
    Surveillance systems frequently use fixed or semimobile cameras. However, in many cases, the use of intelligent mobile sensors is preferrable over fixed sensors, because the system configuration can be modified according to particular environmental conditions or adapted to compensate for one or more malfunctioning sensors. This paper proposes a real-time surveillance system based on a mobile sensor. Using an Android smartphone and a face-tracking algorithm, the system can move autonomously to track the human face with the longest presence in the video field. In addition, the system can be connected to a computer performing face-recognition through a wireless connection provided by the smartphone. This way the mobile sensor can track a determined human face. The paper provides some experimental results to validate system performance.
  • Keywords
    face recognition; mobile computing; mobile radio; monitoring; object tracking; real-time systems; video cameras; video signal processing; video surveillance; Android smartphone; active monitoring system; environmental condition; face recognition; face-tracking algorithm; fixed camera; human face tracking; intelligent mobile sensor; real-time face-tracking; real-time surveillance system; semimobile camera; system configuration; system performance; video field; wireless connection; Face; Intelligent sensors; Mobile communication; Real-time systems; Sensor systems; Streaming media; active monitoring systems; face-detection; face-recognition; mobile sensor; real-time systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ELMAR, 2012 Proceedings
  • Conference_Location
    Zadar
  • ISSN
    1334-2630
  • Print_ISBN
    978-1-4673-1243-1
  • Type

    conf

  • Filename
    6338470